Google's Record Breaking Machine Learning Software Has Learned to Replicate Itself .....

Question

AUTO ML. The software learned to create ML software's that are better than the ones developed by the worlds best human designed AI system..... WHAT do I need to learn other than Python to be able to created and work with softwares like AutoML. ???

Answer 1

For perspective, get comfortable with math. It doesn't have to be hard; it's just that teaching styles vary and you should find one that works for you.

For example, "general education" calculus is often so boring and dry it's no wonder people hate it (so...why should it get better?)... while engineering calculus is usually FULL of practical real-world, human 'relatable' challenges. Engineering instruction tends to be more 'fun' because it's more human... in the same way as teaching kids to code at their level.

Here's a guy teaching calculus to 10-year-old's, in appropriate language and concepts (the first 20~42 seconds shows what scares people, then the pressure's off) :

Calculus At A Fifth-Grade Level
https://youtu.be/TzDhdvVg9_c

Note: In the example with US coins, disc size is important (not value).

You should also understand how to look at a graph and say: "That's similar to x². That's log. That's a cubed graph." You do get used to it, and it really helps to understand that curve-fitting plays a big part of prediction and learning.

Answer 2

What a big scary description. Did you watch the video?

Answer 3

How about these two books?

"Quantum Physics for Babies"
"General Relativity for Babies"

Answer 4

how is a 10 year old suppose to understand the fundamentals theorem of calculus? how the hell do you teach him that derivatives is the limit of tangent slope as its delta x approaches 0? how the hell do you teach a 10 year old the definition of integral is the riemann sum of of the area as the subintervals approaches to infinity? how the hell are you suppose to teach the kids parameterization of 3d vectors and different calculus techniques to derive the curvature or arc length?

how the hell do you expect a kid to apply these math to real world problems like supply and demand curves in economics or evaluating the line integral for electric flux due to a point charge along a curve surface like in physics? 10 year old can't even do variable algebra yet. he needs to learn high school geometry and trigonometry too.

you are expecting too much. :/ computer programming never needs all these math in the first place. programmers will never use calculus for example. the only math that is related and useful is descrete math and even then, this is more for the work of computer scientists and researchers rather than programmers.

unless you wanna be computer hardware engineers who focus more on designing circuits like electrical engineers, you don't need all these math like calculus or science like physics and chemistry. college still teach them to make you more rounded and to sharpen your thinking skills but they aren't really applicable skills for coding an app.

Answer 5

Where is the source link? where did you get this news?

Answer 6

I haven't watch it, I just know it can't be done.

Answer 7

people can be very riddiculous. teaching kids calculus at 10, at 6, at toddler stage. if that's possible, nothing is stopping anyone from teaching calculus to a fetus inside a mother's womb.